patrickmineault / xcorr-notebooksLinks
An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.
☆78Updated 2 years ago
Alternatives and similar repositories for xcorr-notebooks
Users that are interested in xcorr-notebooks are comparing it to the libraries listed below
Sorting:
- Dimensionality reduction of spikes trains☆48Updated 3 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆44Updated 10 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆126Updated 4 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- A collection of IPython notebooks from a graduate-level statistics course run by Tom Wallis and Philipp Berens☆27Updated 9 years ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Black box variational inference for state space models☆2Updated 9 years ago
- Tools for spike data analysis and visualization☆106Updated 2 years ago
- A class for using ML algorithms for spike prediction☆60Updated 7 years ago
- Materials for UC Berkeley Neuroscience 299☆53Updated 5 years ago
- Hidden Markov Models (HMMs) with tied states and autoregressive observations☆23Updated 4 years ago
- My PhD Thesis☆22Updated 9 years ago
- Cortex - Deep learning tools for neuroimaging☆31Updated 8 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- cli for downloading data from crcns.org☆31Updated last year
- PTSA - Python Time Series Analysis☆22Updated last year
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- An open course in neural data science☆54Updated 8 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆27Updated 8 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- ☆96Updated 6 years ago
- Structured Machine Learning in Python☆45Updated 2 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- ☆155Updated 5 years ago
- Information Theoretic Tools for Python☆93Updated 5 years ago
- NeuroTools is a collection of tools for representing and anlyzing neuroscientific data.☆32Updated 5 years ago
- 🔋 Utilities for scientific python☆19Updated last month
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago